Pandas Profiling Report

Dataset statistics

Number of variables	21
Number of observations	34627
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	9
Duplicate rows (%)	< 0.1%
Total size in memory	5.5 MiB
Average record size in memory	168.0 B

Variable types

Numeric	21

Alerts

Dataset has 9 (< 0.1%) duplicate rows	Duplicates
`pixel210` is highly overall correlated with `pixel211` and 5 other fields	High correlation
`pixel211` is highly overall correlated with `pixel210` and 6 other fields	High correlation
`pixel212` is highly overall correlated with `pixel211` and 5 other fields	High correlation
`pixel217` is highly overall correlated with `pixel245` and 2 other fields	High correlation
`pixel238` is highly overall correlated with `pixel210` and 6 other fields	High correlation
`pixel239` is highly overall correlated with `pixel210` and 6 other fields	High correlation
`pixel245` is highly overall correlated with `pixel217` and 2 other fields	High correlation
`pixel246` is highly overall correlated with `pixel217` and 2 other fields	High correlation
`pixel265` is highly overall correlated with `pixel210` and 6 other fields	High correlation
`pixel266` is highly overall correlated with `pixel210` and 6 other fields	High correlation
`pixel302` is highly overall correlated with `pixel217` and 2 other fields	High correlation
`pixel321` is highly overall correlated with `pixel210` and 6 other fields	High correlation
`pixel326` is highly overall correlated with `pixel327` and 2 other fields	High correlation
`pixel327` is highly overall correlated with `pixel326` and 1 other fields	High correlation
`pixel353` is highly overall correlated with `pixel326`	High correlation
`pixel355` is highly overall correlated with `pixel326` and 1 other fields	High correlation
`pixel465` is highly overall correlated with `pixel520` and 1 other fields	High correlation
`pixel520` is highly overall correlated with `pixel465` and 2 other fields	High correlation
`pixel546` is highly overall correlated with `pixel520` and 1 other fields	High correlation
`pixel575` is highly overall correlated with `pixel465` and 2 other fields	High correlation
`label` has 1457 (4.2%) zeros	Zeros

Reproduction

Analysis started	2024-02-04 01:07:47.981824
Analysis finished	2024-02-04 01:09:30.765543
Duration	1 minute and 42.78 seconds
Software version	ydata-profiling vv4.6.4
Download configuration	config.json

label
Real number (ℝ)

ZEROS

Distinct	24
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.09689

Minimum	0
Maximum	24
Zeros	1457
Zeros (%)	4.2%
Negative	0
Negative (%)	0.0%
Memory size	270.6 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	5
median	12
Q3	18
95-th percentile	23
Maximum	24
Range	24
Interquartile range (IQR)	13

Descriptive statistics

Standard deviation	7.333559
Coefficient of variation (CV)	0.60623509
Kurtosis	-1.2494682
Mean	12.09689
Median Absolute Deviation (MAD)	6
Skewness	-0.042640894
Sum	418879
Variance	53.781087
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
0	1457	4.2%
4	1455	4.2%
2	1454	4.2%
5	1451	4.2%
8	1450	4.2%
11	1450	4.2%
24	1450	4.2%
7	1449	4.2%
12	1449	4.2%
18	1445	4.2%
Other values (14)	20117	58.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1457	4.2%
1	1442	4.2%
2	1454	4.2%
3	1441	4.2%
4	1455	4.2%
5	1451	4.2%
6	1438	4.2%
7	1449	4.2%
8	1450	4.2%
10	1445	4.2%

Value	Count	Frequency (%)
24	1450	4.2%
23	1431	4.1%
22	1431	4.1%
21	1428	4.1%
20	1427	4.1%
19	1434	4.1%
18	1445	4.2%
17	1438	4.2%
16	1443	4.2%
15	1435	4.1%

pixel246
Real number (ℝ)

HIGH CORRELATION

Distinct	256
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	153.8001

Minimum	0
Maximum	255
Zeros	14
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	270.6 KiB

Quantile statistics

Minimum	0
5-th percentile	70
Q1	121
median	162
Q3	188
95-th percentile	221
Maximum	255
Range	255
Interquartile range (IQR)	67

Descriptive statistics

Standard deviation	46.736009
Coefficient of variation (CV)	0.30387503
Kurtosis	-0.36166808
Mean	153.8001
Median Absolute Deviation (MAD)	32
Skewness	-0.44466878
Sum	5325636
Variance	2184.2546
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
178	411	1.2%
173	394	1.1%
179	386	1.1%
182	374	1.1%
181	366	1.1%
184	361	1.0%
172	350	1.0%
176	349	1.0%
171	341	1.0%
185	340	1.0%
Other values (246)	30955	89.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	14	< 0.1%
1	1	< 0.1%
2	4	< 0.1%
3	5	< 0.1%
4	4	< 0.1%
5	3	< 0.1%
6	3	< 0.1%
7	3	< 0.1%
8	2	< 0.1%
9	2	< 0.1%

Value	Count	Frequency (%)
255	116	0.3%
254	15	< 0.1%
253	13	< 0.1%
252	12	< 0.1%
251	16	< 0.1%
250	19	0.1%
249	20	0.1%
248	15	< 0.1%
247	15	< 0.1%
246	27	0.1%

pixel239
Real number (ℝ)

HIGH CORRELATION

Distinct	256
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	148.86141

Minimum	0
Maximum	255
Zeros	42
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	270.6 KiB

Quantile statistics

Minimum	0
5-th percentile	61
Q1	114
median	153
Q3	186
95-th percentile	224
Maximum	255
Range	255
Interquartile range (IQR)	72

Descriptive statistics

Standard deviation	49.681271
Coefficient of variation (CV)	0.33374178
Kurtosis	-0.39950815
Mean	148.86141
Median Absolute Deviation (MAD)	35
Skewness	-0.29639926
Sum	5154624
Variance	2468.2287
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
173	305	0.9%
255	304	0.9%
180	301	0.9%
175	301	0.9%
179	300	0.9%
181	295	0.9%
183	293	0.8%
172	293	0.8%
182	290	0.8%
154	290	0.8%
Other values (246)	31655	91.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	42	0.1%
1	2	< 0.1%
2	3	< 0.1%
3	4	< 0.1%
4	6	< 0.1%
5	3	< 0.1%
6	6	< 0.1%
7	7	< 0.1%
8	6	< 0.1%
9	7	< 0.1%

Value	Count	Frequency (%)
255	304	0.9%
254	12	< 0.1%
253	14	< 0.1%
252	22	0.1%
251	18	0.1%
250	21	0.1%
249	24	0.1%
248	25	0.1%
247	26	0.1%
246	27	0.1%

pixel302
Real number (ℝ)

HIGH CORRELATION

Distinct	255
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	153.62264

Minimum	0
Maximum	255
Zeros	14
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	270.6 KiB

Quantile statistics

Minimum	0
5-th percentile	66
Q1	119
median	162
Q3	189
95-th percentile	223
Maximum	255
Range	255
Interquartile range (IQR)	70

Descriptive statistics

Standard deviation	48.545675
Coefficient of variation (CV)	0.316006
Kurtosis	-0.427834
Mean	153.62264
Median Absolute Deviation (MAD)	33
Skewness	-0.42933859
Sum	5319491
Variance	2356.6826
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
182	407	1.2%
184	392	1.1%
180	390	1.1%
179	366	1.1%
183	362	1.0%
187	361	1.0%
181	356	1.0%
185	344	1.0%
176	336	1.0%
178	330	1.0%
Other values (245)	30983	89.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	14	< 0.1%
1	3	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	4	< 0.1%
7	5	< 0.1%
8	1	< 0.1%
9	4	< 0.1%
10	5	< 0.1%

Value	Count	Frequency (%)
255	189	0.5%
254	16	< 0.1%
253	20	0.1%
252	19	0.1%
251	30	0.1%
250	21	0.1%
249	26	0.1%
248	29	0.1%
247	26	0.1%
246	27	0.1%

pixel266
Real number (ℝ)

HIGH CORRELATION

Distinct	256
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	147.7906

Minimum	0
Maximum	255
Zeros	33
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	270.6 KiB

Quantile statistics

Minimum	0
5-th percentile	62
Q1	113
median	151
Q3	185
95-th percentile	226
Maximum	255
Range	255
Interquartile range (IQR)	72

Descriptive statistics

Standard deviation	49.860546
Coefficient of variation (CV)	0.33737292
Kurtosis	-0.45376492
Mean	147.7906
Median Absolute Deviation (MAD)	36
Skewness	-0.21397332
Sum	5117545
Variance	2486.074
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
255	326	0.9%
180	291	0.8%
158	289	0.8%
181	286	0.8%
178	285	0.8%
175	284	0.8%
179	283	0.8%
146	281	0.8%
151	281	0.8%
189	280	0.8%
Other values (246)	31741	91.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	33	0.1%
1	1	< 0.1%
2	3	< 0.1%
3	3	< 0.1%
4	3	< 0.1%
5	6	< 0.1%
6	3	< 0.1%
7	6	< 0.1%
8	2	< 0.1%
9	7	< 0.1%

Value	Count	Frequency (%)
255	326	0.9%
254	25	0.1%
253	25	0.1%
252	27	0.1%
251	17	< 0.1%
250	34	0.1%
249	22	0.1%
248	41	0.1%
247	17	< 0.1%
246	29	0.1%

pixel210
Real number (ℝ)

HIGH CORRELATION

Distinct	256
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	157.16669

Minimum	0
Maximum	255
Zeros	30
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	270.6 KiB

Quantile statistics

Minimum	0
5-th percentile	70
Q1	127
median	164
Q3	191
95-th percentile	227
Maximum	255
Range	255
Interquartile range (IQR)	64

Descriptive statistics

Standard deviation	47.515605
Coefficient of variation (CV)	0.30232618
Kurtosis	-0.10889805
Mean	157.16669
Median Absolute Deviation (MAD)	31
Skewness	-0.46308452
Sum	5442211
Variance	2257.7327
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
180	402	1.2%
179	395	1.1%
187	358	1.0%
183	352	1.0%
181	351	1.0%
186	345	1.0%
255	344	1.0%
178	341	1.0%
173	331	1.0%
168	331	1.0%
Other values (246)	31077	89.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	30	0.1%
1	1	< 0.1%
2	6	< 0.1%
3	5	< 0.1%
4	4	< 0.1%
5	1	< 0.1%
6	7	< 0.1%
7	2	< 0.1%
8	6	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
255	344	1.0%
254	19	0.1%
253	22	0.1%
252	23	0.1%
251	33	0.1%
250	25	0.1%
249	36	0.1%
248	33	0.1%
247	29	0.1%
246	46	0.1%

pixel546
Real number (ℝ)

HIGH CORRELATION

Distinct	256
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	139.94637

Minimum	0
Maximum	255
Zeros	24
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	270.6 KiB

Quantile statistics

Minimum	0
5-th percentile	57
Q1	100
median	138
Q3	179
95-th percentile	229
Maximum	255
Range	255
Interquartile range (IQR)	79

Descriptive statistics

Standard deviation	52.861537
Coefficient of variation (CV)	0.3777271
Kurtosis	-0.6584097
Mean	139.94637
Median Absolute Deviation (MAD)	40
Skewness	0.091673782
Sum	4845923
Variance	2794.3421
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
255	471	1.4%
112	260	0.8%
150	259	0.7%
145	252	0.7%
129	252	0.7%
164	250	0.7%
103	249	0.7%
109	249	0.7%
144	249	0.7%
108	243	0.7%
Other values (246)	31893	92.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	24	0.1%
1	4	< 0.1%
2	5	< 0.1%
3	4	< 0.1%
4	3	< 0.1%
5	4	< 0.1%
6	7	< 0.1%
7	2	< 0.1%
8	5	< 0.1%
9	6	< 0.1%

Value	Count	Frequency (%)
255	471	1.4%
254	22	0.1%
253	37	0.1%
252	47	0.1%
251	53	0.2%
250	42	0.1%
249	35	0.1%
248	39	0.1%
247	43	0.1%
246	44	0.1%

pixel265
Real number (ℝ)

HIGH CORRELATION

Distinct	256
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	152.25951

Minimum	0
Maximum	255
Zeros	25
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	270.6 KiB

Quantile statistics

Minimum	0
5-th percentile	66
Q1	120
median	156
Q3	187
95-th percentile	227
Maximum	255
Range	255
Interquartile range (IQR)	67

Descriptive statistics

Standard deviation	48.689752
Coefficient of variation (CV)	0.31978136
Kurtosis	-0.28368533
Mean	152.25951
Median Absolute Deviation (MAD)	33
Skewness	-0.30000246
Sum	5272290
Variance	2370.692
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
255	395	1.1%
177	316	0.9%
181	305	0.9%
164	304	0.9%
166	300	0.9%
187	299	0.9%
186	295	0.9%
179	295	0.9%
188	294	0.8%
170	293	0.8%
Other values (246)	31531	91.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	25	0.1%
1	4	< 0.1%
2	1	< 0.1%
3	2	< 0.1%
4	1	< 0.1%
5	3	< 0.1%
6	2	< 0.1%
7	4	< 0.1%
8	8	< 0.1%
9	4	< 0.1%

Value	Count	Frequency (%)
255	395	1.1%
254	21	0.1%
253	33	0.1%
252	26	0.1%
251	25	0.1%
250	33	0.1%
249	38	0.1%
248	30	0.1%
247	47	0.1%
246	29	0.1%

pixel353
Real number (ℝ)

HIGH CORRELATION

Distinct	256
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	138.37477

Minimum	0
Maximum	255
Zeros	74
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	270.6 KiB

Quantile statistics

Minimum	0
5-th percentile	56
Q1	102
median	139
Q3	176
95-th percentile	220
Maximum	255
Range	255
Interquartile range (IQR)	74

Descriptive statistics

Standard deviation	50.348251
Coefficient of variation (CV)	0.36385428
Kurtosis	-0.49567799
Mean	138.37477
Median Absolute Deviation (MAD)	37
Skewness	-0.066354618
Sum	4791503
Variance	2534.9463
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
127	280	0.8%
142	279	0.8%
128	275	0.8%
130	271	0.8%
152	266	0.8%
159	266	0.8%
162	260	0.8%
138	259	0.7%
132	259	0.7%
164	258	0.7%
Other values (246)	31954	92.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	74	0.2%
1	6	< 0.1%
2	3	< 0.1%
3	10	< 0.1%
4	6	< 0.1%
5	6	< 0.1%
6	3	< 0.1%
7	6	< 0.1%
8	9	< 0.1%
9	3	< 0.1%

Value	Count	Frequency (%)
255	220	0.6%
254	16	< 0.1%
253	17	< 0.1%
252	17	< 0.1%
251	20	0.1%
250	18	0.1%
249	19	0.1%
248	18	0.1%
247	21	0.1%
246	24	0.1%

pixel321
Real number (ℝ)

HIGH CORRELATION

Distinct	256
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	140.54876

Minimum	0
Maximum	255
Zeros	46
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	270.6 KiB

Quantile statistics

Minimum	0
5-th percentile	57
Q1	103
median	142
Q3	178
95-th percentile	221
Maximum	255
Range	255
Interquartile range (IQR)	75

Descriptive statistics

Standard deviation	50.64868
Coefficient of variation (CV)	0.36036375
Kurtosis	-0.54289091
Mean	140.54876
Median Absolute Deviation (MAD)	38
Skewness	-0.080560644
Sum	4866782
Variance	2565.2888
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
255	288	0.8%
161	277	0.8%
159	272	0.8%
163	268	0.8%
155	267	0.8%
137	264	0.8%
154	263	0.8%
158	262	0.8%
149	262	0.8%
122	260	0.8%
Other values (246)	31944	92.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	46	0.1%
1	1	< 0.1%
2	3	< 0.1%
3	3	< 0.1%
4	3	< 0.1%
5	3	< 0.1%
6	4	< 0.1%
7	7	< 0.1%
8	11	< 0.1%
9	6	< 0.1%

Value	Count	Frequency (%)
255	288	0.8%
254	20	0.1%
253	18	0.1%
252	16	< 0.1%
251	24	0.1%
250	16	< 0.1%
249	23	0.1%
248	26	0.1%
247	38	0.1%
246	25	0.1%

pixel211
Real number (ℝ)

HIGH CORRELATION

Distinct	256
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	153.4286

Minimum	0
Maximum	255
Zeros	22
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	270.6 KiB

Quantile statistics

Minimum	0
5-th percentile	65
Q1	122
median	159
Q3	188
95-th percentile	224
Maximum	255
Range	255
Interquartile range (IQR)	66

Descriptive statistics

Standard deviation	47.945903
Coefficient of variation (CV)	0.31249652
Kurtosis	-0.22069672
Mean	153.4286
Median Absolute Deviation (MAD)	32
Skewness	-0.4218646
Sum	5312772
Variance	2298.8096
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
179	369	1.1%
180	341	1.0%
186	340	1.0%
183	338	1.0%
187	336	1.0%
173	334	1.0%
172	331	1.0%
188	327	0.9%
181	323	0.9%
171	322	0.9%
Other values (246)	31266	90.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	22	0.1%
1	5	< 0.1%
2	4	< 0.1%
3	3	< 0.1%
4	2	< 0.1%
5	4	< 0.1%
6	2	< 0.1%
7	4	< 0.1%
8	5	< 0.1%
9	9	< 0.1%

Value	Count	Frequency (%)
255	261	0.8%
254	14	< 0.1%
253	14	< 0.1%
252	21	0.1%
251	22	0.1%
250	17	< 0.1%
249	30	0.1%
248	29	0.1%
247	24	0.1%
246	21	0.1%

pixel245
Real number (ℝ)

HIGH CORRELATION

Distinct	254
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	152.21376

Minimum	0
Maximum	255
Zeros	9
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	270.6 KiB

Quantile statistics

Minimum	0
5-th percentile	72
Q1	119
median	158
Q3	186
95-th percentile	221
Maximum	255
Range	255
Interquartile range (IQR)	67

Descriptive statistics

Standard deviation	46.229761
Coefficient of variation (CV)	0.30371604
Kurtosis	-0.42455377
Mean	152.21376
Median Absolute Deviation (MAD)	33
Skewness	-0.31739552
Sum	5270706
Variance	2137.1908
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
176	370	1.1%
180	360	1.0%
178	359	1.0%
175	345	1.0%
186	342	1.0%
171	335	1.0%
173	332	1.0%
183	326	0.9%
177	326	0.9%
179	323	0.9%
Other values (244)	31209	90.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9	< 0.1%
2	2	< 0.1%
3	1	< 0.1%
5	3	< 0.1%
6	2	< 0.1%
7	2	< 0.1%
8	1	< 0.1%
9	2	< 0.1%
10	4	< 0.1%
11	2	< 0.1%

Value	Count	Frequency (%)
255	156	0.5%
254	16	< 0.1%
253	27	0.1%
252	12	< 0.1%
251	25	0.1%
250	21	0.1%
249	19	0.1%
248	24	0.1%
247	24	0.1%
246	19	0.1%

pixel520
Real number (ℝ)

HIGH CORRELATION

Distinct	256
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	139.93785

Minimum	0
Maximum	255
Zeros	97
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	270.6 KiB

Quantile statistics

Minimum	0
5-th percentile	50
Q1	95
median	139
Q3	185
95-th percentile	232
Maximum	255
Range	255
Interquartile range (IQR)	90

Descriptive statistics

Standard deviation	56.866138
Coefficient of variation (CV)	0.40636709
Kurtosis	-0.78058042
Mean	139.93785
Median Absolute Deviation (MAD)	45
Skewness	-0.0018749647
Sum	4845628
Variance	3233.7576
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
255	562	1.6%
108	237	0.7%
162	234	0.7%
96	222	0.6%
84	220	0.6%
109	220	0.6%
171	218	0.6%
91	216	0.6%
106	216	0.6%
140	214	0.6%
Other values (246)	32068	92.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	97	0.3%
1	7	< 0.1%
2	6	< 0.1%
3	7	< 0.1%
4	5	< 0.1%
5	9	< 0.1%
6	5	< 0.1%
7	6	< 0.1%
8	11	< 0.1%
9	14	< 0.1%

Value	Count	Frequency (%)
255	562	1.6%
254	51	0.1%
253	27	0.1%
252	42	0.1%
251	37	0.1%
250	46	0.1%
249	43	0.1%
248	53	0.2%
247	50	0.1%
246	34	0.1%

pixel355
Real number (ℝ)

HIGH CORRELATION

Distinct	255
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	144.35328

Minimum	0
Maximum	255
Zeros	31
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	270.6 KiB

Quantile statistics

Minimum	0
5-th percentile	62
Q1	106
median	146
Q3	184
95-th percentile	223
Maximum	255
Range	255
Interquartile range (IQR)	78

Descriptive statistics

Standard deviation	50.238135
Coefficient of variation (CV)	0.34802213
Kurtosis	-0.63847358
Mean	144.35328
Median Absolute Deviation (MAD)	39
Skewness	-0.10870674
Sum	4998521
Variance	2523.8703
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
186	294	0.8%
194	271	0.8%
182	266	0.8%
120	266	0.8%
180	265	0.8%
184	263	0.8%
181	260	0.8%
148	258	0.7%
255	257	0.7%
123	256	0.7%
Other values (245)	31971	92.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	31	0.1%
1	3	< 0.1%
2	3	< 0.1%
3	3	< 0.1%
4	5	< 0.1%
5	3	< 0.1%
7	7	< 0.1%
8	7	< 0.1%
9	5	< 0.1%
10	2	< 0.1%

Value	Count	Frequency (%)
255	257	0.7%
254	19	0.1%
253	15	< 0.1%
252	18	0.1%
251	18	0.1%
250	31	0.1%
249	39	0.1%
248	23	0.1%
247	23	0.1%
246	30	0.1%

pixel327
Real number (ℝ)

HIGH CORRELATION

Distinct	256
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	144.87146

Minimum	0
Maximum	255
Zeros	16
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	270.6 KiB

Quantile statistics

Minimum	0
5-th percentile	63
Q1	107
median	147
Q3	183
95-th percentile	222
Maximum	255
Range	255
Interquartile range (IQR)	76

Descriptive statistics

Standard deviation	49.658861
Coefficient of variation (CV)	0.34277878
Kurtosis	-0.61007585
Mean	144.87146
Median Absolute Deviation (MAD)	38
Skewness	-0.14734682
Sum	5016464
Variance	2466.0025
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
186	303	0.9%
185	295	0.9%
174	279	0.8%
184	275	0.8%
182	272	0.8%
181	271	0.8%
158	269	0.8%
155	265	0.8%
176	264	0.8%
177	264	0.8%
Other values (246)	31870	92.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	16	< 0.1%
1	4	< 0.1%
2	4	< 0.1%
3	2	< 0.1%
4	2	< 0.1%
5	4	< 0.1%
6	1	< 0.1%
7	2	< 0.1%
8	3	< 0.1%
9	4	< 0.1%

Value	Count	Frequency (%)
255	241	0.7%
254	18	0.1%
253	13	< 0.1%
252	18	0.1%
251	27	0.1%
250	12	< 0.1%
249	18	0.1%
248	27	0.1%
247	30	0.1%
246	24	0.1%

pixel465
Real number (ℝ)

HIGH CORRELATION

Distinct	256
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	140.15364

Minimum	0
Maximum	255
Zeros	109
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	270.6 KiB

Quantile statistics

Minimum	0
5-th percentile	52
Q1	98
median	140
Q3	183
95-th percentile	230
Maximum	255
Range	255
Interquartile range (IQR)	85

Descriptive statistics

Standard deviation	55.378256
Coefficient of variation (CV)	0.39512536
Kurtosis	-0.68419142
Mean	140.15364
Median Absolute Deviation (MAD)	42
Skewness	-0.029493021
Sum	4853100
Variance	3066.7512
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
255	477	1.4%
177	233	0.7%
161	232	0.7%
181	230	0.7%
178	229	0.7%
152	228	0.7%
100	227	0.7%
173	227	0.7%
179	226	0.7%
113	226	0.7%
Other values (246)	32092	92.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	109	0.3%
1	7	< 0.1%
2	5	< 0.1%
3	11	< 0.1%
4	1	< 0.1%
5	12	< 0.1%
6	7	< 0.1%
7	13	< 0.1%
8	6	< 0.1%
9	11	< 0.1%

Value	Count	Frequency (%)
255	477	1.4%
254	47	0.1%
253	35	0.1%
252	33	0.1%
251	43	0.1%
250	43	0.1%
249	45	0.1%
248	48	0.1%
247	46	0.1%
246	44	0.1%

pixel238
Real number (ℝ)

HIGH CORRELATION

Distinct	255
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	153.10119

Minimum	0
Maximum	255
Zeros	31
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	270.6 KiB

Quantile statistics

Minimum	0
5-th percentile	65
Q1	119
median	159
Q3	188
95-th percentile	227
Maximum	255
Range	255
Interquartile range (IQR)	69

Descriptive statistics

Standard deviation	49.117576
Coefficient of variation (CV)	0.32081772
Kurtosis	-0.33383983
Mean	153.10119
Median Absolute Deviation (MAD)	34
Skewness	-0.34605797
Sum	5301435
Variance	2412.5363
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
255	368	1.1%
181	328	0.9%
182	326	0.9%
175	319	0.9%
179	316	0.9%
178	316	0.9%
184	315	0.9%
188	313	0.9%
165	313	0.9%
173	310	0.9%
Other values (245)	31403	90.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	31	0.1%
1	1	< 0.1%
2	5	< 0.1%
4	2	< 0.1%
5	1	< 0.1%
6	6	< 0.1%
7	6	< 0.1%
8	4	< 0.1%
9	6	< 0.1%
10	3	< 0.1%

Value	Count	Frequency (%)
255	368	1.1%
254	16	< 0.1%
253	24	0.1%
252	25	0.1%
251	29	0.1%
250	34	0.1%
249	29	0.1%
248	26	0.1%
247	30	0.1%
246	42	0.1%

pixel575
Real number (ℝ)

HIGH CORRELATION

Distinct	256
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	144.16678

Minimum	0
Maximum	255
Zeros	49
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	270.6 KiB

Quantile statistics

Minimum	0
5-th percentile	56
Q1	104
median	145
Q3	185
95-th percentile	231
Maximum	255
Range	255
Interquartile range (IQR)	81

Descriptive statistics

Standard deviation	53.667428
Coefficient of variation (CV)	0.37225933
Kurtosis	-0.66783714
Mean	144.16678
Median Absolute Deviation (MAD)	41
Skewness	-0.059815846
Sum	4992063
Variance	2880.1928
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
255	498	1.4%
150	253	0.7%
141	237	0.7%
144	236	0.7%
155	236	0.7%
169	236	0.7%
148	234	0.7%
119	234	0.7%
143	234	0.7%
173	232	0.7%
Other values (246)	31997	92.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	49	0.1%
1	4	< 0.1%
2	4	< 0.1%
3	2	< 0.1%
4	4	< 0.1%
5	5	< 0.1%
6	4	< 0.1%
7	8	< 0.1%
8	9	< 0.1%
9	10	< 0.1%

Value	Count	Frequency (%)
255	498	1.4%
254	31	0.1%
253	33	0.1%
252	24	0.1%
251	30	0.1%
250	37	0.1%
249	27	0.1%
248	44	0.1%
247	59	0.2%
246	54	0.2%

pixel326
Real number (ℝ)

HIGH CORRELATION

Distinct	256
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	142.31042

Minimum	0
Maximum	255
Zeros	43
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	270.6 KiB

Quantile statistics

Minimum	0
5-th percentile	59
Q1	105
median	144
Q3	181
95-th percentile	220
Maximum	255
Range	255
Interquartile range (IQR)	76

Descriptive statistics

Standard deviation	49.894007
Coefficient of variation (CV)	0.35059981
Kurtosis	-0.57289384
Mean	142.31042
Median Absolute Deviation (MAD)	38
Skewness	-0.12347084
Sum	4927783
Variance	2489.412
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
164	266	0.8%
161	265	0.8%
166	260	0.8%
185	258	0.7%
152	257	0.7%
184	256	0.7%
159	256	0.7%
149	255	0.7%
127	255	0.7%
130	251	0.7%
Other values (246)	32048	92.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	43	0.1%
1	3	< 0.1%
2	3	< 0.1%
3	10	< 0.1%
4	4	< 0.1%
5	2	< 0.1%
6	3	< 0.1%
7	6	< 0.1%
8	4	< 0.1%
9	6	< 0.1%

Value	Count	Frequency (%)
255	219	0.6%
254	9	< 0.1%
253	14	< 0.1%
252	25	0.1%
251	9	< 0.1%
250	17	< 0.1%
249	21	0.1%
248	27	0.1%
247	22	0.1%
246	24	0.1%

pixel217
Real number (ℝ)

HIGH CORRELATION

Distinct	254
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	153.40376

Minimum	0
Maximum	255
Zeros	9
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	270.6 KiB

Quantile statistics

Minimum	0
5-th percentile	71
Q1	122
median	160
Q3	187
95-th percentile	221
Maximum	255
Range	255
Interquartile range (IQR)	65

Descriptive statistics

Standard deviation	45.832381
Coefficient of variation (CV)	0.2987696
Kurtosis	-0.31685179
Mean	153.40376
Median Absolute Deviation (MAD)	31
Skewness	-0.39979498
Sum	5311912
Variance	2100.6071
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
168	382	1.1%
173	381	1.1%
178	376	1.1%
174	372	1.1%
180	362	1.0%
185	360	1.0%
176	357	1.0%
175	353	1.0%
186	352	1.0%
170	352	1.0%
Other values (244)	30980	89.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9	< 0.1%
1	3	< 0.1%
4	2	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	3	< 0.1%
8	5	< 0.1%
9	5	< 0.1%
10	1	< 0.1%
11	4	< 0.1%

Value	Count	Frequency (%)
255	152	0.4%
254	11	< 0.1%
253	14	< 0.1%
252	17	< 0.1%
251	17	< 0.1%
250	17	< 0.1%
249	16	< 0.1%
248	20	0.1%
247	26	0.1%
246	25	0.1%

pixel212
Real number (ℝ)

HIGH CORRELATION

Distinct	256
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	152.09045

Minimum	0
Maximum	255
Zeros	27
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	270.6 KiB

Quantile statistics

Minimum	0
5-th percentile	66
Q1	120
median	158
Q3	187
95-th percentile	223
Maximum	255
Range	255
Interquartile range (IQR)	67

Descriptive statistics

Standard deviation	47.814078
Coefficient of variation (CV)	0.31437923
Kurtosis	-0.28216011
Mean	152.09045
Median Absolute Deviation (MAD)	32
Skewness	-0.37634306
Sum	5266436
Variance	2286.1861
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
172	350	1.0%
182	343	1.0%
173	336	1.0%
179	333	1.0%
186	331	1.0%
181	327	0.9%
189	325	0.9%
174	316	0.9%
178	316	0.9%
170	313	0.9%
Other values (246)	31337	90.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	27	0.1%
1	1	< 0.1%
2	1	< 0.1%
3	4	< 0.1%
4	3	< 0.1%
5	2	< 0.1%
6	1	< 0.1%
7	5	< 0.1%
8	3	< 0.1%
9	3	< 0.1%

Value	Count	Frequency (%)
255	238	0.7%
254	15	< 0.1%
253	17	< 0.1%
252	15	< 0.1%
251	20	0.1%
250	20	0.1%
249	17	< 0.1%
248	30	0.1%
247	36	0.1%
246	23	0.1%

Auto

Heatmap
Table

	label	pixel210	pixel211	pixel212	pixel217	pixel238	pixel239	pixel245	pixel246	pixel265	pixel266	pixel302	pixel321	pixel326	pixel327	pixel353	pixel355	pixel465	pixel520	pixel546	pixel575
label	1.000	0.179	0.208	0.167	0.169	0.227	0.240	0.158	0.138	0.267	0.262	0.055	0.311	0.076	0.051	0.015	-0.029	-0.240	-0.121	0.101	-0.014
pixel210	0.179	1.000	0.729	0.487	0.440	0.893	0.716	0.383	0.379	0.618	0.733	0.312	0.503	0.234	0.191	0.210	0.159	0.150	0.191	0.276	0.274
pixel211	0.208	0.729	1.000	0.692	0.449	0.678	0.893	0.398	0.390	0.568	0.605	0.301	0.544	0.247	0.207	0.182	0.165	0.153	0.203	0.291	0.294
pixel212	0.167	0.487	0.692	1.000	0.419	0.506	0.621	0.348	0.330	0.588	0.511	0.251	0.536	0.209	0.203	0.235	0.175	0.208	0.242	0.298	0.308
pixel217	0.169	0.440	0.449	0.419	1.000	0.426	0.449	0.883	0.702	0.414	0.407	0.526	0.420	0.351	0.290	0.308	0.273	0.137	0.162	0.187	0.215
pixel238	0.227	0.893	0.678	0.506	0.426	1.000	0.745	0.378	0.372	0.685	0.892	0.292	0.547	0.234	0.166	0.222	0.133	0.110	0.175	0.290	0.277
pixel239	0.240	0.716	0.893	0.621	0.449	0.745	1.000	0.411	0.403	0.564	0.671	0.314	0.557	0.268	0.199	0.205	0.148	0.122	0.198	0.317	0.309
pixel245	0.158	0.383	0.398	0.348	0.883	0.378	0.411	1.000	0.753	0.364	0.368	0.606	0.393	0.389	0.324	0.332	0.293	0.139	0.147	0.188	0.215
pixel246	0.138	0.379	0.390	0.330	0.702	0.372	0.403	0.753	1.000	0.337	0.364	0.753	0.375	0.386	0.340	0.328	0.296	0.142	0.152	0.175	0.196
pixel265	0.267	0.618	0.568	0.588	0.414	0.685	0.564	0.364	0.337	1.000	0.759	0.263	0.726	0.169	0.135	0.179	0.103	0.117	0.176	0.271	0.268
pixel266	0.262	0.733	0.605	0.511	0.407	0.892	0.671	0.368	0.364	0.759	1.000	0.271	0.594	0.218	0.158	0.219	0.124	0.108	0.182	0.304	0.283
pixel302	0.055	0.312	0.301	0.251	0.526	0.292	0.314	0.606	0.753	0.263	0.271	1.000	0.271	0.439	0.424	0.360	0.357	0.151	0.151	0.151	0.183
pixel321	0.311	0.503	0.544	0.536	0.420	0.547	0.557	0.393	0.375	0.726	0.594	0.271	1.000	0.155	0.099	0.157	0.036	0.074	0.160	0.287	0.271
pixel326	0.076	0.234	0.247	0.209	0.351	0.234	0.268	0.389	0.386	0.169	0.218	0.439	0.155	1.000	0.726	0.680	0.642	0.219	0.132	0.164	0.129
pixel327	0.051	0.191	0.207	0.203	0.290	0.166	0.199	0.324	0.340	0.135	0.158	0.424	0.099	0.726	1.000	0.492	0.857	0.229	0.141	0.143	0.138
pixel353	0.015	0.210	0.182	0.235	0.308	0.222	0.205	0.332	0.328	0.179	0.219	0.360	0.157	0.680	0.492	1.000	0.472	0.289	0.195	0.204	0.169
pixel355	-0.029	0.159	0.165	0.175	0.273	0.133	0.148	0.293	0.296	0.103	0.124	0.357	0.036	0.642	0.857	0.472	1.000	0.281	0.158	0.143	0.125
pixel465	-0.240	0.150	0.153	0.208	0.137	0.110	0.122	0.139	0.142	0.117	0.108	0.151	0.074	0.219	0.229	0.289	0.281	1.000	0.651	0.435	0.506
pixel520	-0.121	0.191	0.203	0.242	0.162	0.175	0.198	0.147	0.152	0.176	0.182	0.151	0.160	0.132	0.141	0.195	0.158	0.651	1.000	0.658	0.790
pixel546	0.101	0.276	0.291	0.298	0.187	0.290	0.317	0.188	0.175	0.271	0.304	0.151	0.287	0.164	0.143	0.204	0.143	0.435	0.658	1.000	0.748
pixel575	-0.014	0.274	0.294	0.308	0.215	0.277	0.309	0.215	0.196	0.268	0.283	0.183	0.271	0.129	0.138	0.169	0.125	0.506	0.790	0.748	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	label	pixel246	pixel239	pixel302	pixel266	pixel210	pixel546	pixel265	pixel353	pixel321	pixel211	pixel245	pixel520	pixel355	pixel327	pixel465	pixel238	pixel575	pixel326	pixel217	pixel212
0	3	180	126	183	156	103	87	180	121	175	113	181	76	136	158	75	116	126	151	179	175
1	6	159	182	170	169	167	95	178	147	134	169	138	93	171	175	72	178	66	181	129	175
2	2	189	94	189	66	60	82	61	197	68	63	189	156	195	195	200	60	99	195	187	71
3	2	102	110	189	81	214	92	126	143	109	155	110	225	215	233	226	151	94	171	158	82
4	13	160	124	114	92	97	131	135	118	131	146	197	173	188	127	206	95	137	63	183	116
5	16	189	234	138	220	255	105	249	103	190	252	139	117	151	152	107	252	86	164	224	218
6	8	157	164	137	78	82	145	116	186	138	165	159	77	84	91	109	80	121	129	157	156
7	22	199	100	203	124	159	115	157	100	183	111	195	94	204	208	109	138	109	144	198	185
8	3	197	155	205	170	179	137	162	74	112	218	205	240	203	198	225	154	202	187	206	155
9	3	140	197	165	176	194	186	194	169	171	194	100	47	123	107	146	200	105	181	103	195

	label	pixel246	pixel239	pixel302	pixel266	pixel210	pixel546	pixel265	pixel353	pixel321	pixel211	pixel245	pixel520	pixel355	pixel327	pixel465	pixel238	pixel575	pixel326	pixel217	pixel212
34617	10	119	175	148	180	172	201	181	132	186	170	131	91	145	105	122	176	188	153	165	169
34618	4	110	104	78	145	163	121	165	154	114	113	157	170	188	159	153	149	173	150	150	158
34619	14	88	59	122	53	54	64	43	197	63	60	62	84	187	183	88	64	84	191	76	46
34620	8	101	132	103	99	163	167	118	89	126	141	94	164	149	132	143	118	158	111	125	121
34621	12	179	179	140	67	146	186	98	188	103	179	105	212	191	174	219	106	194	198	98	151
34622	1	191	163	194	151	143	164	182	171	176	165	189	168	168	176	147	145	197	123	188	180
34623	12	126	152	151	150	217	173	95	57	116	160	171	230	106	88	216	204	217	186	151	131
34624	2	198	55	202	56	50	117	44	205	59	50	195	149	205	203	134	41	118	203	145	47
34625	4	131	99	213	162	173	204	135	239	152	64	137	255	255	255	255	141	200	239	148	221
34626	2	180	29	186	29	25	98	16	186	39	24	187	133	189	187	107	10	97	185	126	19

Most frequently occurring

	label	pixel246	pixel239	pixel302	pixel266	pixel210	pixel546	pixel265	pixel353	pixel321	pixel211	pixel245	pixel520	pixel355	pixel327	pixel465	pixel238	pixel575	pixel326	pixel217	pixel212	# duplicates
0	2	203	105	213	115	105	122	112	220	123	92	193	213	216	216	225	116	149	217	128	103	2
1	15	185	144	188	159	143	95	163	145	140	143	182	96	105	91	88	160	117	126	179	145	2
2	16	62	141	63	147	122	76	137	69	135	138	64	46	63	63	45	134	74	69	68	142	2
3	16	62	142	63	140	131	70	150	82	138	139	69	30	66	71	20	136	47	80	69	165	2
4	16	77	104	82	98	137	56	109	88	75	119	79	35	113	111	53	121	47	104	87	105	2
5	16	130	154	80	171	172	106	194	49	198	164	85	71	77	77	28	167	101	62	119	140	2
6	19	171	151	152	178	181	72	186	94	143	160	173	74	77	105	77	183	50	94	172	124	2
7	24	175	181	179	185	180	137	185	189	189	180	177	116	187	185	190	182	110	186	174	179	2
8	24	200	201	203	201	199	136	201	181	203	200	200	149	188	192	160	200	151	208	200	199	2

Overview

Variables

Interactions

Correlations

Missing values

Sample

Duplicate rows

Most frequently occurring

	label	pixel246	pixel239	pixel302	pixel266	pixel210	pixel546	pixel265	pixel353	pixel321	pixel211	pixel245	pixel520	pixel355	pixel327	pixel465	pixel238	pixel575	pixel326	pixel217	pixel212
0	3	180	126	183	156	103	87	180	121	175	113	181	76	136	158	75	116	126	151	179	175
1	6	159	182	170	169	167	95	178	147	134	169	138	93	171	175	72	178	66	181	129	175
2	2	189	94	189	66	60	82	61	197	68	63	189	156	195	195	200	60	99	195	187	71
3	2	102	110	189	81	214	92	126	143	109	155	110	225	215	233	226	151	94	171	158	82
4	13	160	124	114	92	97	131	135	118	131	146	197	173	188	127	206	95	137	63	183	116
5	16	189	234	138	220	255	105	249	103	190	252	139	117	151	152	107	252	86	164	224	218
6	8	157	164	137	78	82	145	116	186	138	165	159	77	84	91	109	80	121	129	157	156
7	22	199	100	203	124	159	115	157	100	183	111	195	94	204	208	109	138	109	144	198	185
8	3	197	155	205	170	179	137	162	74	112	218	205	240	203	198	225	154	202	187	206	155
9	3	140	197	165	176	194	186	194	169	171	194	100	47	123	107	146	200	105	181	103	195

	label	pixel246	pixel239	pixel302	pixel266	pixel210	pixel546	pixel265	pixel353	pixel321	pixel211	pixel245	pixel520	pixel355	pixel327	pixel465	pixel238	pixel575	pixel326	pixel217	pixel212	# duplicates
0	2	203	105	213	115	105	122	112	220	123	92	193	213	216	216	225	116	149	217	128	103	2
1	15	185	144	188	159	143	95	163	145	140	143	182	96	105	91	88	160	117	126	179	145	2
2	16	62	141	63	147	122	76	137	69	135	138	64	46	63	63	45	134	74	69	68	142	2
3	16	62	142	63	140	131	70	150	82	138	139	69	30	66	71	20	136	47	80	69	165	2
4	16	77	104	82	98	137	56	109	88	75	119	79	35	113	111	53	121	47	104	87	105	2
5	16	130	154	80	171	172	106	194	49	198	164	85	71	77	77	28	167	101	62	119	140	2
6	19	171	151	152	178	181	72	186	94	143	160	173	74	77	105	77	183	50	94	172	124	2
7	24	175	181	179	185	180	137	185	189	189	180	177	116	187	185	190	182	110	186	174	179	2
8	24	200	201	203	201	199	136	201	181	203	200	200	149	188	192	160	200	151	208	200	199	2

	label	pixel246	pixel239	pixel302	pixel266	pixel210	pixel546	pixel265	pixel353	pixel321	pixel211	pixel245	pixel520	pixel355	pixel327	pixel465	pixel238	pixel575	pixel326	pixel217	pixel212
0	3	180	126	183	156	103	87	180	121	175	113	181	76	136	158	75	116	126	151	179	175
1	6	159	182	170	169	167	95	178	147	134	169	138	93	171	175	72	178	66	181	129	175
2	2	189	94	189	66	60	82	61	197	68	63	189	156	195	195	200	60	99	195	187	71
3	2	102	110	189	81	214	92	126	143	109	155	110	225	215	233	226	151	94	171	158	82
4	13	160	124	114	92	97	131	135	118	131	146	197	173	188	127	206	95	137	63	183	116
5	16	189	234	138	220	255	105	249	103	190	252	139	117	151	152	107	252	86	164	224	218
6	8	157	164	137	78	82	145	116	186	138	165	159	77	84	91	109	80	121	129	157	156
7	22	199	100	203	124	159	115	157	100	183	111	195	94	204	208	109	138	109	144	198	185
8	3	197	155	205	170	179	137	162	74	112	218	205	240	203	198	225	154	202	187	206	155
9	3	140	197	165	176	194	186	194	169	171	194	100	47	123	107	146	200	105	181	103	195

	label	pixel246	pixel239	pixel302	pixel266	pixel210	pixel546	pixel265	pixel353	pixel321	pixel211	pixel245	pixel520	pixel355	pixel327	pixel465	pixel238	pixel575	pixel326	pixel217	pixel212	# duplicates
0	2	203	105	213	115	105	122	112	220	123	92	193	213	216	216	225	116	149	217	128	103	2
1	15	185	144	188	159	143	95	163	145	140	143	182	96	105	91	88	160	117	126	179	145	2
2	16	62	141	63	147	122	76	137	69	135	138	64	46	63	63	45	134	74	69	68	142	2
3	16	62	142	63	140	131	70	150	82	138	139	69	30	66	71	20	136	47	80	69	165	2
4	16	77	104	82	98	137	56	109	88	75	119	79	35	113	111	53	121	47	104	87	105	2
5	16	130	154	80	171	172	106	194	49	198	164	85	71	77	77	28	167	101	62	119	140	2
6	19	171	151	152	178	181	72	186	94	143	160	173	74	77	105	77	183	50	94	172	124	2
7	24	175	181	179	185	180	137	185	189	189	180	177	116	187	185	190	182	110	186	174	179	2
8	24	200	201	203	201	199	136	201	181	203	200	200	149	188	192	160	200	151	208	200	199	2

	label	pixel246	pixel239	pixel302	pixel266	pixel210	pixel546	pixel265	pixel353	pixel321	pixel211	pixel245	pixel520	pixel355	pixel327	pixel465	pixel238	pixel575	pixel326	pixel217	pixel212
0	3	180	126	183	156	103	87	180	121	175	113	181	76	136	158	75	116	126	151	179	175
1	6	159	182	170	169	167	95	178	147	134	169	138	93	171	175	72	178	66	181	129	175
2	2	189	94	189	66	60	82	61	197	68	63	189	156	195	195	200	60	99	195	187	71
3	2	102	110	189	81	214	92	126	143	109	155	110	225	215	233	226	151	94	171	158	82
4	13	160	124	114	92	97	131	135	118	131	146	197	173	188	127	206	95	137	63	183	116
5	16	189	234	138	220	255	105	249	103	190	252	139	117	151	152	107	252	86	164	224	218
6	8	157	164	137	78	82	145	116	186	138	165	159	77	84	91	109	80	121	129	157	156
7	22	199	100	203	124	159	115	157	100	183	111	195	94	204	208	109	138	109	144	198	185
8	3	197	155	205	170	179	137	162	74	112	218	205	240	203	198	225	154	202	187	206	155
9	3	140	197	165	176	194	186	194	169	171	194	100	47	123	107	146	200	105	181	103	195

	label	pixel246	pixel239	pixel302	pixel266	pixel210	pixel546	pixel265	pixel353	pixel321	pixel211	pixel245	pixel520	pixel355	pixel327	pixel465	pixel238	pixel575	pixel326	pixel217	pixel212	# duplicates
0	2	203	105	213	115	105	122	112	220	123	92	193	213	216	216	225	116	149	217	128	103	2
1	15	185	144	188	159	143	95	163	145	140	143	182	96	105	91	88	160	117	126	179	145	2
2	16	62	141	63	147	122	76	137	69	135	138	64	46	63	63	45	134	74	69	68	142	2
3	16	62	142	63	140	131	70	150	82	138	139	69	30	66	71	20	136	47	80	69	165	2
4	16	77	104	82	98	137	56	109	88	75	119	79	35	113	111	53	121	47	104	87	105	2
5	16	130	154	80	171	172	106	194	49	198	164	85	71	77	77	28	167	101	62	119	140	2
6	19	171	151	152	178	181	72	186	94	143	160	173	74	77	105	77	183	50	94	172	124	2
7	24	175	181	179	185	180	137	185	189	189	180	177	116	187	185	190	182	110	186	174	179	2
8	24	200	201	203	201	199	136	201	181	203	200	200	149	188	192	160	200	151	208	200	199	2